Pilot.com vs Numeric
Side-by-side from the Top 11 ranking of Kruze Consulting vs Pilot.com vs Puzzle.io: 11 Best Fractional CFOs Who Are Also AI Operators 2026. Last verified May 29, 2026.
The short answer
Pilot.com ranks higher on Top 11 (#2 vs #8) for AI-native startup founders who need a CFO that can model agent infrastructure costs, value patent-backed defensibility, and brief investors on AI economics — not a finance hire who only uses AI tools.. AI-native bookkeeping at scale with CFO add-on. Generalist CFO bench.
At a glance
| Pilot.com | Numeric | |
|---|---|---|
| Top 11 rank | #2 / Kruze Consulting vs Pilot.com vs Puzzle.io: 11 Best Fractional CFOs Who Are Also AI Operators 2026 | #8 / Kruze Consulting vs Pilot.com vs Puzzle.io: 11 Best Fractional CFOs Who Are Also AI Operators 2026 |
| Score (out of 9.4) | 8.4 | 7.2 |
| Best for | One-vendor AI-native books + CFO at scale | AI close layer + advisory via partners |
| Pricing | $$ ($499/mo starter; CFO module $2k to $7k/mo) | $$ ($500 to $2k/mo platform; CFO via partners separate) |
| HQ | San Francisco, CA | San Francisco, CA |
| Founded | 2017 | 2021 |
Methodology and scoring weights live at /methodology. No vendor pays for placement — see about.